• High dynamic range 100 Gbit/s PAM4 PON with SOA preamplifier using Gated Recurrent Neural Network equaliser 

  Murphy, Stephen; Jamali, Fariba; Townsend, Paul D.; Antony, Cleitus (Institute of Electrical and Electronics Engineers (IEEE), 2022)

  We investigate parallel multi-symbol equalisation scheme for 100Gb/s/λ PAM4 using Gated Recurrent Neural Networks and exploit SOA preamplifier gain suppression to achieve 27 dB system dynamic range below hard-decision FEC ...
• Recurrent neural network equalizer to extend input power dynamic range of SOA in 100Gb/s/λ PON 

  Murphy, Stephen; Townsend, Paul D.; Antony, Cleitus (Institute of Electrical and Electronics Engineers (IEEE), 2022-09-23)

  We propose a novel equalization scheme for 100Gb/s/λ PAM4 PON based on Gated Recurrent Neural Network to increase SOA preamplifier input power dynamic range tolerance to 30 dB below hard-decision FEC BER limit of 3.8×10 −3.
• The risk management in software development using agile methods 

  da Silva Pinto, Rodrigo; Silva, Fábio; Fabrí­cio, Romulo; Macorin de Azevedo, Marí­lia (Production and Operations Management Society (POMS), 2015-05)

  The research about software projects failures shows that this industry has a lot to improve -especially concerning the Risk Management aspect of the projects. This study focus on the Agile Methods as a tool to help the ...
• The maturity level of IT management to support innovation within R&D centers in Brazil 

  Fabricio, Romulo Junior; Silva, Fábio; Galegale, Napoleão; Azevedo, Marí­lia; Simões, Eliane; Silva, Rodrigo (Production and Operations Management Society (POMS), 2015-05)

  Innovation is an important factor for R&D centers, it is the goal to be achieved in the development of technological projects. IT plays a fundamental role in this process. This paper seeks to understand the maturity level ...
• Why technology-based startups fail? An IT management approach 

  Silva, Fábio; Fabrício, Rômulo; da Silva Pinto, Rodrigo; Galegale, Napoleão Verardi; Akabane, Getúlio Kazue (Production and Operations Management Society (POMS), 2015)

  The technology-based startups are highly innovative initiatives but are also known to be inserted in uncertain and risky scenarios. Proof of this are the high "mortality rates" of these initiatives. This study seeks to ...

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